Job Description

AI Operations Specialist

Location:

BostonMassachusetts

Date Posted:

5/20/2025

Employment Type:

Consulting

Recruiter:

Clayton Minnich

Recruiter Email:

clayton.minnich@avidtr.com

Job ID:

JN -052025-17251

Job Description

This role is critical to ensuring AI services run reliably, securely, and efficiently—supporting continuous improvement, automation, and incident resolution.

Key Responsibilities:
  • Monitor and manage AI system and data pipeline performance and uptime
  • Triage, troubleshoot, and resolve incidents with minimal disruption
  • Maintain operational tasks such as model updates, patching, and data refreshes
  • Analyze performance metrics and optimize system resource usage
  • Automate repetitive tasks using scripting and orchestration tools
  • Ensure documentation, runbooks, and recovery procedures are current and complete
  • Support change management processes for AI and data infrastructure
  • Collaborate with cross-functional teams to maintain secure and compliant operations
Minimum Qualifications:
  • 3+ years in IT operations, with at least 1 year supporting AI/ML systems and data pipelines
  • Experience with MLOps tools and concepts, including model deployment and lifecycle management
  • Hands-on with Apache Airflow, Prefect, Spark, Kafka, and cloud data services (AWS, Azure, or GCP)
  • Strong troubleshooting and incident response skills in production environments
  • Familiarity with system monitoring, data quality management, and automation workflows
  • Understanding of CI/CD pipelines, containerization, and infrastructure as code
  • Knowledge of security best practices for AI operations and data handling
  • Bachelor's degree in Computer Science, IT, or a related field (or equivalent experience)
  • Excellent communication, documentation, and cross-functional collaboration skills
Preferred Experience:
  • Technical certifications in cloud platforms, MLOps, or data engineering
  • Experience in higher education or similarly complex organizational environments
  • Familiarity with IT service management (e.g., ITIL) and compliance frameworks
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